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How do I know which model to choose? #1

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godofecht opened this issue Aug 12, 2024 · 1 comment
Open

How do I know which model to choose? #1

godofecht opened this issue Aug 12, 2024 · 1 comment

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@godofecht
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I am not sure whether to use LSTM, RNN, or TCN.
Perhaps we can run some performance comparison tests.

@ggkountouras
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Feel free to try them and post benchmarks!

I consider audio quality to be more important than performance, in which case LSTM > WaveNet > TCN. Performance-wise, it's the other way around, but since none of the 3 models are what I would consider "production-ready" in terms of audio quality, there is little point in benchmarking them.

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